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get_count

Syntologyentry name in harvested coderead from the graph 2026-09-24

get_count appears in the code Syntology harvested for 9 papers, as 6 distinct code bodies found in 9 places (a place is one code body under one paper). At least one of them ran in 8 of the papers; 2 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named get_count do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 5 of the 6 distinct code bodies named get_count; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
1ran · fixture could not drive it
2ran
1unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 9 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

9 papers shown of 9, newest first; 9 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 1 papers added by Syntology. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
RUMBA: Russian User Memory Benchmark added by Syntology 2026-07 (from id) ai-forever/RUMBA/evaluation/users_stats_query_chroma.py b8589dcf97d6f447 ran MIT (permissive)
Automated discovery of symbolic laws governing skill acquisition from naturally occurring data 8 Apr 2024 ccnu-mathits/adm/Real_world_dataset_application/Utils.py 7f5e42851c0bdd34 ran fingerprinted no licence file found · pointer only
Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples 24 May 2023 identical code first harvested elsewhere 1d11c551594f3298 ran · fixture could not drive it fingerprinted licence of this copy not recorded
Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought 3 Oct 2022 asaparov/prontoqa/analyze_results.py 1d11c551594f3298 ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
BagFlip: A Certified Defense against Data Poisoning 26 May 2022 foreverzyh/defend_framework/utils/cal_bound.py 62f8cc312a6e9038 ran · honoured contract MIT (permissive)
BARS: Towards Open Benchmarking for Recommender Systems 19 May 2022 openbenchmark/BARS/matching/cf/ENMF/src/ENMF.py 39a54c6a662a97bd ran · our draft was wrong Apache-2.0 (permissive)
Better plain ViT baselines for ImageNet-1k 3 May 2022 yuyangshu/retinavit/big_vision/optax.py 5c44a598f86dadfc unverified Apache-2.0 (permissive)
RecVAE: a New Variational Autoencoder for Top-N Recommendations with Implicit Feedback 24 Dec 2019 ilya-shenbin/RecVAE/preprocessing.py 39a54c6a662a97bd ran · our draft was wrong Apache-2.0 (permissive)
Variational Autoencoders for Collaborative Filtering 16 Feb 2018 cydonia999/variational-autoencoders-for-collaborative-filtering-pytorch/create_lastfm.py 39a54c6a662a97bd ran · our draft was wrong MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections